DCE-MRI Background Parenchymal Enhancement Quantified from an Early versus Delayed Post-contrast Sequence: Association with Breast Cancer Presence

乳腺癌 医学 置信区间 优势比 磁共振成像 接收机工作特性 乳房磁振造影 对比度(视觉) 核医学 放射科 活检 癌症 动态对比度 病理 内科学 乳腺摄影术 人工智能 计算机科学
作者
Shandong Wu,Margarita L. Zuley,Wendie A. Berg,Brenda F. Kurland,Rachel C. Jankowitz,Jules H. Sumkin,David Gur
出处
期刊:Scientific Reports [Springer Nature]
卷期号:7 (1) 被引量:19
标识
DOI:10.1038/s41598-017-02341-8
摘要

Abstract We investigated automated quantitative measures of background parenchymal enhancement (BPE) derived from an early versus delayed post-contrast sequence in breast dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) for association with breast cancer presence in a case-control study. DCE-MRIs were retrospectively analyzed for 51 cancer cases and 51 controls with biopsy-proven benign lesions, matched by age and year-of-MRI. BPE was quantified using fully-automated validated computer algorithms, separately from three sequential DCE-MRI post-contrast-subtracted sequences (SUB1, SUB2, and SUB3). The association of BPE computed from the three SUBs and other known factors with breast cancer were assessed in terms of odds ratio (OR) and area under the receiver operating characteristic curve (AUC). The OR of breast cancer for the percentage BPE measure (BPE%) quantified from SUB1 was 3.5 (95% Confidence Interval: 1.3, 9.8; p = 0.015) for 20% increments. Slightly lower and statistically significant ORs were also obtained for BPE quantified from SUB2 and SUB3. There was no significant difference (p > 0.2) in AUC for BPE quantified from the three post-contrast sequences and their combination. Our study showed that quantitative measures of BPE are associated with breast cancer presence and the association was similar across three breast DCE-MRI post-contrast sequences.

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